This disclosure relates to generating large
language model (LLM)-based
neurostimulation programming recommendations. An example method for large
language model (LLM)-based
neurostimulation programming recommendations comprises receiving patient inputs from a patient undergoing
neurostimulation from a programmed
neurostimulation device,
programmer input data related to the programmed
neurostimulation device, or both; querying a trained LLM with the patient inputs, the
programmer input data, or both, to generate a
programming recommendation, a recommended action, or both; providing a representation of the programming recommendation, the recommended action, or both; receiving an input to initiate the programming recommendation, the recommended action, or both; and initiating an action for the neurostimulation treatment, based on the input to initiate the programming recommendation, the recommended action, or both.